# MCP Shelf catalog

> Every MCP server on MCP Shelf (80), by category. Each listing's full entry is at its .md link. As JSON: https://mcpshelf.co/catalog.json

Generated: 2026-10-28T12:56:47.596Z

| Server | Category | What it does | Stars | Transport | Page | Markdown |
| --- | --- | --- | --- | --- | --- | --- |
| Desktop Commander | Developer tools | A terminal, file search and surgical file edits for your assistant. | 10137 | stdio | https://mcpshelf.co/servers/desktop-commander | https://mcpshelf.co/servers/desktop-commander.md |
| Serena | Developer tools | IDE-style "find symbol" and "edit symbol" for an agent, backed by language servers. | 30755 | stdio | https://mcpshelf.co/servers/serena | https://mcpshelf.co/servers/serena.md |
| Context7 | Developer tools | Pulls current, version-specific library docs into the conversation. | 63757 | stdio or HTTP | https://mcpshelf.co/servers/context7 | https://mcpshelf.co/servers/context7.md |
| GitHub | Developer tools | GitHub's own server for repos, issues, pull requests and Actions. | 33997 | HTTP | https://mcpshelf.co/servers/github | https://mcpshelf.co/servers/github.md |
| MCP Inspector | Developer tools | The official debugging UI for MCP servers. Not a server you add to a client. | 11162 | – | https://mcpshelf.co/servers/mcp-inspector | https://mcpshelf.co/servers/mcp-inspector.md |
| XcodeBuildMCP | Developer tools | Build, run and test iOS and macOS apps, and drive simulators, from an agent. | 6511 | stdio | https://mcpshelf.co/servers/xcodebuildmcp | https://mcpshelf.co/servers/xcodebuildmcp.md |
| Peekaboo | Developer tools | Screenshots of any Mac app or screen, with optional questions about what is on it. | 5399 | stdio | https://mcpshelf.co/servers/peekaboo | https://mcpshelf.co/servers/peekaboo.md |
| Kubernetes MCP Server | Developer tools | Pods, logs, events and resources from your current kubeconfig context. | 2187 | stdio | https://mcpshelf.co/servers/kubernetes | https://mcpshelf.co/servers/kubernetes.md |
| IDA Pro MCP | Developer tools | Lets an assistant read and annotate the binary you have open in IDA Pro. | 13173 | – | https://mcpshelf.co/servers/ida-pro | https://mcpshelf.co/servers/ida-pro.md |
| Playwright MCP | Browser and web data | Microsoft's browser automation server: navigate, click, type, read. | 38697 | stdio | https://mcpshelf.co/servers/playwright | https://mcpshelf.co/servers/playwright.md |
| Firecrawl | Browser and web data | Scrape pages, crawl sites and search, returned as clean Markdown. | 7698 | stdio | https://mcpshelf.co/servers/firecrawl | https://mcpshelf.co/servers/firecrawl.md |
| Exa | Browser and web data | Search built for AI: web results, page contents and code examples. | 5180 | stdio or HTTP | https://mcpshelf.co/servers/exa | https://mcpshelf.co/servers/exa.md |
| Bright Data | Browser and web data | Search and scraping through Bright Data, for sites that block ordinary requests. | 2688 | stdio | https://mcpshelf.co/servers/bright-data | https://mcpshelf.co/servers/bright-data.md |
| SearXNG | Browser and web data | Web search through your own SearXNG instance: no vendor, no API key. | 1331 | stdio | https://mcpshelf.co/servers/searxng | https://mcpshelf.co/servers/searxng.md |
| Postgres MCP Pro | Databases and data | SQL, query plans, health checks and index advice for Postgres. | 3430 | stdio | https://mcpshelf.co/servers/postgres-mcp-pro | https://mcpshelf.co/servers/postgres-mcp-pro.md |
| Supabase | Databases and data | Manage Supabase projects, tables, migrations, logs and Edge Functions. | 2977 | HTTP | https://mcpshelf.co/servers/supabase | https://mcpshelf.co/servers/supabase.md |
| MCP Toolbox for Databases | Databases and data | Google's toolbox for Postgres, MySQL, BigQuery, Spanner and other databases. | 16733 | stdio | https://mcpshelf.co/servers/mcp-toolbox-for-databases | https://mcpshelf.co/servers/mcp-toolbox-for-databases.md |
| Qdrant | Databases and data | Store notes and find them by meaning in a Qdrant vector collection. | 1556 | stdio | https://mcpshelf.co/servers/qdrant | https://mcpshelf.co/servers/qdrant.md |
| Excel MCP Server | Databases and data | Create, edit, format and chart .xlsx files, no Excel needed. | 4267 | stdio | https://mcpshelf.co/servers/excel | https://mcpshelf.co/servers/excel.md |
| Blender MCP | Design, 3D and games | Prompt-driven modelling in a running copy of Blender. | 32478 | stdio | https://mcpshelf.co/servers/blender | https://mcpshelf.co/servers/blender.md |
| Framelink Figma MCP | Design, 3D and games | Feeds Figma layout and styling to coding agents so the UI matches the design. | 16078 | stdio | https://mcpshelf.co/servers/framelink-figma | https://mcpshelf.co/servers/framelink-figma.md |
| Talk to Figma | Design, 3D and games | Read and edit Figma documents from an agent, through a Figma plugin. | 7072 | stdio | https://mcpshelf.co/servers/talk-to-figma | https://mcpshelf.co/servers/talk-to-figma.md |
| Godot MCP | Design, 3D and games | Launch, run and debug Godot projects, and read the output. | 6379 | stdio | https://mcpshelf.co/servers/godot | https://mcpshelf.co/servers/godot.md |
| KiCad MCP | Design, 3D and games | Create boards, place footprints and route traces in KiCad from an assistant. | 2973 | stdio | https://mcpshelf.co/servers/kicad | https://mcpshelf.co/servers/kicad.md |
| MiniMax | Design, 3D and games | Text-to-speech, voice cloning, images and video from MiniMax. | 1593 | stdio | https://mcpshelf.co/servers/minimax | https://mcpshelf.co/servers/minimax.md |
| Notion | Knowledge and work apps | Notion's own server: search, read and update pages and databases. | 4682 | stdio or HTTP | https://mcpshelf.co/servers/notion | https://mcpshelf.co/servers/notion.md |
| MCP Atlassian (Jira and Confluence) | Knowledge and work apps | Jira issues and Confluence pages, Cloud or self-hosted. | 6054 | stdio | https://mcpshelf.co/servers/atlassian | https://mcpshelf.co/servers/atlassian.md |
| Basic Memory | Knowledge and work apps | Long-term memory as plain Markdown files you own. | 4367 | stdio | https://mcpshelf.co/servers/basic-memory | https://mcpshelf.co/servers/basic-memory.md |
| LinkedIn MCP Server | Knowledge and work apps | Read LinkedIn profiles, companies and job posts with your own login. | 4023 | stdio | https://mcpshelf.co/servers/linkedin | https://mcpshelf.co/servers/linkedin.md |
| arXiv MCP Server | Knowledge and work apps | Search arXiv, download papers and read them in full. | 3236 | stdio | https://mcpshelf.co/servers/arxiv | https://mcpshelf.co/servers/arxiv.md |
| Sequential Thinking | Agent helpers and desktop control | A numbered scratchpad the model fills in, revises and branches while it works. | 91598 | stdio | https://mcpshelf.co/servers/sequential-thinking | https://mcpshelf.co/servers/sequential-thinking.md |
| Windows-MCP | Agent helpers and desktop control | Mouse, keyboard, apps, files and PowerShell on a Windows PC, driven by your assistant. | 10504 | stdio | https://mcpshelf.co/servers/windows-mcp | https://mcpshelf.co/servers/windows-mcp.md |
| Mobile MCP | Agent helpers and desktop control | Tap, swipe, type and read the screen on iOS and Android, real or simulated. | 10037 | stdio | https://mcpshelf.co/servers/mobile-mcp | https://mcpshelf.co/servers/mobile-mcp.md |
| MCP for Unity | Design, 3D and games | Build scenes, edit C# scripts and run tests in the Unity Editor from a chat. | 15463 | stdio | https://mcpshelf.co/servers/unity-mcp | https://mcpshelf.co/servers/unity-mcp.md |
| draw.io MCP | Design, 3D and games | draw.io's own server: describe a diagram and get one you can keep editing. | 5717 | stdio or HTTP | https://mcpshelf.co/servers/drawio | https://mcpshelf.co/servers/drawio.md |
| GitMCP | Developer tools | A hosted server that reads any public GitHub repo's docs and code on request. | 8493 | HTTP | https://mcpshelf.co/servers/gitmcp | https://mcpshelf.co/servers/gitmcp.md |
| GhidraMCP | Developer tools | Decompile, cross-reference and rename inside Ghidra from a chat. | 11595 | stdio | https://mcpshelf.co/servers/ghidra | https://mcpshelf.co/servers/ghidra.md |
| Apify | Browser and web data | Find and run ready-made Apify scrapers for maps, social media, shops and search. | 13414 | stdio or HTTP | https://mcpshelf.co/servers/apify | https://mcpshelf.co/servers/apify.md |
| BrowserTools MCP | Browser and web data | Console logs, network calls, screenshots and Lighthouse audits from your own Chrome tab. | 7337 | stdio | https://mcpshelf.co/servers/browser-tools | https://mcpshelf.co/servers/browser-tools.md |
| AWS Knowledge MCP Server | Cloud and operations | AWS's free hosted server for current AWS docs, API references and region checks. | 9836 | HTTP | https://mcpshelf.co/servers/aws-knowledge | https://mcpshelf.co/servers/aws-knowledge.md |
| ExecuteAutomation Playwright MCP | Browser and web data | A community Playwright server that also writes test code and emulates phones and tablets. | 5674 | stdio | https://mcpshelf.co/servers/executeautomation-playwright | https://mcpshelf.co/servers/executeautomation-playwright.md |
| Wigolo | Browser and web data | Search, fetch, crawl and extract the web locally, with no keys or metered bill. | 5507 | stdio | https://mcpshelf.co/servers/wigolo | https://mcpshelf.co/servers/wigolo.md |
| TradingView MCP | Knowledge and work apps | Prices, indicators, screeners and backtests for stocks, crypto and forex, no account needed. | 5151 | stdio or HTTP | https://mcpshelf.co/servers/tradingview | https://mcpshelf.co/servers/tradingview.md |
| Obsidian MCP | Knowledge and work apps | Search, read and edit the notes in your Obsidian vault. | 4503 | stdio | https://mcpshelf.co/servers/obsidian | https://mcpshelf.co/servers/obsidian.md |
| Cloudflare MCP Servers | Cloud and operations | Cloudflare's own hosted servers, starting with a docs search that needs no sign-in. | 4421 | HTTP | https://mcpshelf.co/servers/cloudflare | https://mcpshelf.co/servers/cloudflare.md |
| AntV Chart MCP | Design, 3D and games | Turns numbers into line, bar, sankey, mind-map and 20-odd other charts. | 4406 | stdio | https://mcpshelf.co/servers/antv-chart | https://mcpshelf.co/servers/antv-chart.md |
| Container Use | Agent helpers and desktop control | Each coding agent gets its own container and git branch, so several can work at once. | 4078 | stdio | https://mcpshelf.co/servers/container-use | https://mcpshelf.co/servers/container-use.md |
| DaVinci Resolve MCP | Design, 3D and games | Drives DaVinci Resolve through its scripting API: timelines, media, markers and renders. | 3794 | – | https://mcpshelf.co/servers/davinci-resolve | https://mcpshelf.co/servers/davinci-resolve.md |
| DBHub | Databases and data | One small server for Postgres, MySQL, MariaDB, SQL Server, Oracle and SQLite. | 3730 | stdio | https://mcpshelf.co/servers/dbhub | https://mcpshelf.co/servers/dbhub.md |
| Grafana MCP | Cloud and operations | Dashboards, metrics, logs, alerts and incidents from your Grafana, in one server. | 3614 | stdio | https://mcpshelf.co/servers/grafana | https://mcpshelf.co/servers/grafana.md |
| Google Workspace MCP | Knowledge and work apps | Gmail, Drive, Calendar, Docs, Sheets and six more Google apps behind one server. | 3422 | stdio | https://mcpshelf.co/servers/google-workspace | https://mcpshelf.co/servers/google-workspace.md |
| shadcn/ui MCP | Developer tools | Real shadcn/ui component source, demos and blocks, so the model stops guessing. | 3072 | stdio | https://mcpshelf.co/servers/shadcn-ui | https://mcpshelf.co/servers/shadcn-ui.md |
| FreeCAD MCP | Design, 3D and games | Lets an assistant build and edit parts in FreeCAD, and run stress analyses on them. | 3081 | stdio | https://mcpshelf.co/servers/freecad | https://mcpshelf.co/servers/freecad.md |
| jCodeMunch | Developer tools | Indexes your code so an agent can fetch one function instead of reading whole files. | 2809 | stdio | https://mcpshelf.co/servers/jcodemunch | https://mcpshelf.co/servers/jcodemunch.md |
| Perplexity MCP | Browser and web data | Perplexity's search, answers and deep research, from Perplexity itself. | 2589 | stdio or HTTP | https://mcpshelf.co/servers/perplexity | https://mcpshelf.co/servers/perplexity.md |
| Excalidraw MCP | Design, 3D and games | A live Excalidraw canvas that an agent draws on, looks at and tidies up. | 2574 | stdio | https://mcpshelf.co/servers/excalidraw | https://mcpshelf.co/servers/excalidraw.md |
| Tavily MCP | Browser and web data | Tavily's search, page extraction, site mapping and crawling for agents. | 2462 | stdio or HTTP | https://mcpshelf.co/servers/tavily | https://mcpshelf.co/servers/tavily.md |
| 12306 MCP | Knowledge and work apps | Searches China Railway 12306 for trains, seats, stops and transfers. | 2411 | stdio | https://mcpshelf.co/servers/12306 | https://mcpshelf.co/servers/12306.md |
| iOS Simulator MCP | Developer tools | Lets an agent tap, type, swipe and screenshot its way through the iOS Simulator. | 2198 | stdio | https://mcpshelf.co/servers/ios-simulator | https://mcpshelf.co/servers/ios-simulator.md |
| Azure DevOps MCP | Cloud and operations | Microsoft's server for Azure DevOps boards, repos, pipelines, wikis and test plans. | 2072 | stdio or HTTP | https://mcpshelf.co/servers/azure-devops | https://mcpshelf.co/servers/azure-devops.md |
| Google Search Console MCP | Knowledge and work apps | Ask an assistant about your clicks, queries, indexing and sitemaps in Search Console. | 2039 | stdio | https://mcpshelf.co/servers/search-console | https://mcpshelf.co/servers/search-console.md |
| MCP Unity | Design, 3D and games | Lets an assistant build scenes, edit objects and run tests inside the Unity Editor. | 2000 | stdio | https://mcpshelf.co/servers/mcp-unity | https://mcpshelf.co/servers/mcp-unity.md |
| Telegram MCP | Knowledge and work apps | Your own Telegram account, as an assistant can use it: chats, search, sending and groups. | 1908 | stdio | https://mcpshelf.co/servers/telegram | https://mcpshelf.co/servers/telegram.md |
| Slack MCP Server | Knowledge and work apps | Read and search your Slack channels, threads and DMs, with posting off by default. | 1875 | stdio | https://mcpshelf.co/servers/slack | https://mcpshelf.co/servers/slack.md |
| Grounded Docs (docs-mcp-server) | Developer tools | Your own index of library docs, by version, that an assistant searches before it answers. | 1834 | stdio | https://mcpshelf.co/servers/grounded-docs | https://mcpshelf.co/servers/grounded-docs.md |
| iMCP | Knowledge and work apps | A Mac menu bar app that shares Calendar, Messages, Notes, Reminders and more with your assistant. | 1884 | stdio | https://mcpshelf.co/servers/imcp | https://mcpshelf.co/servers/imcp.md |
| OpenLore | Knowledge and work apps | One folder of Markdown that every agent on a team can read, with access rules. | 1729 | HTTP | https://mcpshelf.co/servers/openlore | https://mcpshelf.co/servers/openlore.md |
| MCP Server for WinDbg | Developer tools | Lets an assistant run WinDbg commands to triage crash dumps and debug live Windows targets. | 1633 | stdio | https://mcpshelf.co/servers/windbg | https://mcpshelf.co/servers/windbg.md |
| MCP Language Server | Developer tools | Puts a real language server behind your assistant: definitions, references, diagnostics and rename. | 1611 | stdio | https://mcpshelf.co/servers/mcp-language-server | https://mcpshelf.co/servers/mcp-language-server.md |
| Minutes | Knowledge and work apps | Records and transcribes meetings on your device, then lets an assistant search them. | 1572 | stdio | https://mcpshelf.co/servers/minutes | https://mcpshelf.co/servers/minutes.md |
| Terraform MCP Server | Cloud and operations | Current Terraform provider and module docs for your assistant, plus HCP Terraform if you want it. | 1554 | stdio or HTTP | https://mcpshelf.co/servers/terraform | https://mcpshelf.co/servers/terraform.md |
| DuckDuckGo Search MCP | Browser and web data | Web search and a page reader through DuckDuckGo, with no account or API key. | 1553 | stdio | https://mcpshelf.co/servers/duckduckgo | https://mcpshelf.co/servers/duckduckgo.md |
| Brave Search MCP | Browser and web data | Web, news, image, video and place search from Brave's own index. | 1536 | stdio | https://mcpshelf.co/servers/brave-search | https://mcpshelf.co/servers/brave-search.md |
| ROS MCP Server | Agent helpers and desktop control | Lets an assistant explore and command a ROS or ROS 2 robot through rosbridge. | 1507 | stdio | https://mcpshelf.co/servers/ros | https://mcpshelf.co/servers/ros.md |
| Draw.io MCP Server (lgazo) | Design, 3D and games | Lets an assistant draw and edit a live draw.io diagram, shape by shape. | 1494 | stdio | https://mcpshelf.co/servers/drawio-lgazo | https://mcpshelf.co/servers/drawio-lgazo.md |
| Garmin Connect MCP | Knowledge and work apps | Ask an assistant about your Garmin activities, sleep, recovery and training. | 1416 | stdio | https://mcpshelf.co/servers/garmin | https://mcpshelf.co/servers/garmin.md |
| Nx MCP | Developer tools | Your Nx monorepo's projects, tasks, generators and CI results, for your assistant. | 1413 | stdio | https://mcpshelf.co/servers/nx | https://mcpshelf.co/servers/nx.md |
| Jupyter MCP Server | Developer tools | Lets an assistant edit and run cells in a live Jupyter notebook and read the results. | 1313 | stdio | https://mcpshelf.co/servers/jupyter | https://mcpshelf.co/servers/jupyter.md |
| Burp Suite MCP | Developer tools | Lets an assistant send requests, read proxy history and use Repeater in Burp Suite. | 1254 | stdio | https://mcpshelf.co/servers/burp-suite | https://mcpshelf.co/servers/burp-suite.md |
| Ref MCP | Developer tools | Docs search for coding agents that returns only the part of the page that matters. | 1183 | stdio or HTTP | https://mcpshelf.co/servers/ref | https://mcpshelf.co/servers/ref.md |

Index for agents: https://mcpshelf.co/llms.txt